MATH
·
IN
·
MODELS
The map
Structures
Hypotheses
Classification
Matrix
Methods bubble
Genealogy
Families
Papers
Methods
Why
Conformal-Normalization Path-Integration RNN
Xu, Gao, Zhang, Wei & Wu (academic)
Structures found in this family (1)
Torus
By model (2)
Conformal-normalization linear path-integration RNN
Torus
Conformal-normalization nonlinear (CANN-like) path-integration RNN
Torus
Observations (1)
Conformal normalization provably yields a torus, only favoring hexagonal grids
Papers
Emergence of Grid-like Representations by Training Recurrent Networks with Conformal Normalization (2024)